Inbal Shani, Chief Product Officer at GitHub, explains why corporate incubation and applied research teams frequently fail to ship meaningful products.
“What happens in teams that are not successful, at least from what I've seen, one, that the team is becoming basically another university. They write papers, but nothing is coming out of that. So nothing Find its walls to production. So if you don't introduce that, how do we take it to production from day zero when you're thinking about a new idea, then it's rarely that it will go through that hump cycle and itself in production. And the second thing that companies tend to use these teams is too much tactical. And here is that we need something in six months, go invent it right now. And then they're basically creating another engineering or product team to think about the things that are now in Horizon One.”
quote is from the automated transcript, cleaned for reading:
filler sounds and stutters are removed, nothing is rephrased. names can be misheard
(the analysis reads context, assessments check outside sources). how →
More from Inbal Shani
PredictionNot checkable as stated
GitHub CPO: Generative AI will not replace developers in the near future
“Some of the things that are overhyped is that generative AI will replace humans. I don't see that happening in the near future. The way I think about it, you always need that human in the loop because AI cannot replace innovation, right? That creative spark, t…”
Inbal ShaniDec 1, 2023▶ 5:27The future of AI in software development | Inbal Shani (CPO of GitHub)
Opinion
GitHub CPO: Companies cannot cut engineering headcount due to AI tools
“You cannot cut your people.
You have to have a human in the loop.
Copilot is a copilot, is not a pilot.”
Inbal ShaniDec 1, 2023▶ 12:25The future of AI in software development | Inbal Shani (CPO of GitHub)
AssertionSupported
GitHub CPO: 92% of software developers already use AI tools
“We know that something like 92% of developers are already using AI tools.”
Inbal ShaniDec 1, 2023▶ 5:22The future of AI in software development | Inbal Shani (CPO of GitHub)
Insight
GitHub CPO: Sketch-to-code AI is for collaboration, not building production software
“I'm thinking about that as a better collaboration tool versus a production tool. Because right now, a lot of the time where we see challenges in articulating ideas is the communication. It's the clarity of thoughts. So if we can leverage AI to improve collabor…”
Inbal ShaniDec 1, 2023▶ 25:27The future of AI in software development | Inbal Shani (CPO of GitHub)
PredictionNot checkable as stated
GitHub CPO predicts AI will evolve into hybrid, multi-model systems
“I might be wrong, but I think that eventually we will find ourselves in the world of hybrid models and multi-models where there will be several LLM models coming together because each one of them will have their own benefit. And then there's going to be a leas…”
Inbal ShaniDec 1, 2023▶ 32:05The future of AI in software development | Inbal Shani (CPO of GitHub)
PredictionNot checkable as stated
GitHub CPO: AI lets junior developers focus on systems architecture earlier
“The junior developers, when they start, usually we expect them to be able to write simple code. But if now there is an AI assistant that is helping them writing code, they can spend more time from the get-go understanding the system, understanding the environm…”
Inbal ShaniDec 1, 2023▶ 8:52The future of AI in software development | Inbal Shani (CPO of GitHub)
Made with StarZero
Turn any episode into a week of clips.
This entire site, over 300 episodes transcribed, diarized, checked and made playable,
runs on the StarZero media pipeline. Drop in your own episode and the podcast clipper finds the
moments worth sharing, cuts them, captions them, and reframes them for every feed.
We use essential cookies to make the site work. With your permission we
also use analytics cookies (Google Analytics and Mixpanel) to understand
usage and improve StarZero. See our Cookie Policy.